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cs.CL2026
One Feedback System Does Not Fit All: Localising Data-to-Text Driver Coaching for the United Kingdom and Nigeria
Iniakpokeikiye Peter Thompson, Jawwad Baig, Ehud Reiter +1
Data-to-text driver coaching is often presented as a generic pipeline from telematics events to advice. This paper argues that its content requires localisation because usefulness…
cs.CL2025
An End-to-End System for Culturally-Attuned Driving Feedback using a Dual-Component NLG Engine
Iniakpokeikiye Peter Thompson, Yi Dewei, Reiter Ehud
This paper presents an end-to-end mobile system that delivers culturally-attuned safe driving feedback to drivers in Nigeria, a low-resource environment with significant infrastruc…
cs.CL2025
We Should Evaluate Real-World Impact
Ehud Reiter
The ACL community has very little interest in evaluating the real-world impact of NLP systems. A structured survey of the ACL Anthology shows that perhaps 0.1% of its papers contai…